Colorization | pythorch implementation of Colorful Image Colorization

 by   chuchienshu Python Version: Current License: MIT

kandi X-RAY | Colorization Summary

kandi X-RAY | Colorization Summary

Colorization is a Python library. Colorization has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However Colorization build file is not available. You can download it from GitHub.

The pythorch implementation of Colorful Image Colorization. In ECCV, 2016.
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            kandi-support Support

              Colorization has a low active ecosystem.
              It has 31 star(s) with 9 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 4 have been closed. On average issues are closed in 218 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of Colorization is current.

            kandi-Quality Quality

              Colorization has 0 bugs and 0 code smells.

            kandi-Security Security

              Colorization has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              Colorization code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              Colorization is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              Colorization releases are not available. You will need to build from source code and install.
              Colorization has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              Colorization saves you 437 person hours of effort in developing the same functionality from scratch.
              It has 1034 lines of code, 102 functions and 14 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed Colorization and discovered the below as its top functions. This is intended to give you an instant insight into Colorization implemented functionality, and help decide if they suit your requirements.
            • Evaluate the model
            • Restores the model from a checkpoint
            • Saves checkpoint
            • Copy the state_dict into the state_dict
            • Decode 1 - hot encoded points to ndarray
            • Decode points in ndarray
            • Flattens a ndarray
            • Unflatten a 2d ndarray
            • Train the model
            • Test the model
            • Compute gradients
            • Convert from RGB to RGB
            • Convert from lab to RGB
            • Convert RGB to Lab labels
            • Adds the arguments for the given module
            • Convert a module to a dictionary
            • Compute the correlation coefficient
            • Forward convolution layer
            • Get the index of the point in_data
            • Convert a QColor to a Lab label
            Get all kandi verified functions for this library.

            Colorization Key Features

            No Key Features are available at this moment for Colorization.

            Colorization Examples and Code Snippets

            No Code Snippets are available at this moment for Colorization.

            Community Discussions

            QUESTION

            neovim is transparent but the auto copplete window is pink.how to make it semi transparent (black) too?
            Asked 2021-Jun-09 at 19:27

            i use parrot security as my daily distro. its mate terminal is transparent so is vim .but i wanted to get auto complete and used some plugins.auto complete window appears to be in pink which looks really ugly in semi transparent black background.i changed the theme and it was fixed but so was gone vim transparency .

            in short word (1)i have to keep the default (2)i have to keep transparent vim (3)i have to change the auto complete window from pink to semi transparent black

            here is my init.vimrc

            ...

            ANSWER

            Answered 2021-Jun-09 at 19:27

            If you are using neovim there is an option called :h pumblend which can be used to change the transparency of the popup menu.

            Are you sure gruvbox caused your vim to lose transparency? I am not sure if vim is able to change a terminal emulator's transparency. I or someone else might be able to advise you better if you post pictures of what has changed.

            Source https://stackoverflow.com/questions/67898068

            QUESTION

            Color ts files texts in vs code
            Asked 2021-May-28 at 03:31

            text colorization works everywhere except in .ts extension files in my vs code. I tried several themes but nothing worked! You have an idea ?

            ...

            ANSWER

            Answered 2021-May-28 at 03:31

            Try to set the file type explicitly?

            1. Click the "File Type" button in the bottom bar

            2. Type typescript and choose the first option

            For video tutorial, you could watch this tutorial in YouTube. :-)

            Source https://stackoverflow.com/questions/67730378

            QUESTION

            Matrix normalization over multiple runs, what does this code do?
            Asked 2021-Jan-14 at 18:59

            I have several numpy matrices collected over some time. I now want to visualize these matrices and explore visual similarities among them. The matrices contain small numbers from 0.0 to 1.0.

            To compare them, I want to ensure that the same "areas" get colored with the same color, e.g. that 0.01 to 0.02 always is red, and 0.02 to 0.03 always is green. I have two question:

            I found another question which has this code snippet:

            ...

            ANSWER

            Answered 2021-Jan-14 at 18:59

            [:,None] adds new axis so you'll be able to divide sum of all columns in each row - it is the same as using np.sum(a,axis=1)[:,np.newaxis] - when you sum all columns with np.sum(a,axis=1) you'll get 1d array with shape (5000), but to be able to normalize your matrix with summed columns you need 2d array with shape (5000,1), that's why new axis is needed.

            You can have fixed colors by fixing scale of your colormap: plt.pcolor(max_a,vmin=0,vmax=1)

            adding discrete colorbar might also help:

            Source https://stackoverflow.com/questions/65724136

            QUESTION

            Merging Two Trained Networks for Inferencing Sequentially
            Asked 2021-Jan-04 at 10:37

            I am trying to merge two trained neural networks. I have two trained Keras model files A and B.

            Model A is for image super-resolution and model B is for image colorization.

            I am trying to merge two trained networks so that I can inference SR+colorization faster. (I am not willing to use a single network to accomplish both SR and colorization tasks. I need to use two different networks for SR and colorization tasks.)

            Any tips on how to merge two Keras neural networks?

            ...

            ANSWER

            Answered 2021-Jan-04 at 10:37

            As long a the shape of the output of the network A is compatible with the shape of the input of the model B, it is possible.

            As a tf.keras.models.Model inherits from tf.keras.layers.Layer, you can use a Model as you would use a Layer when creating your keras model.

            A simple example :

            Lets first create 2 simple networks, A and B, with the constraints that the input of B has the same shape as the output of A.

            Source https://stackoverflow.com/questions/65556636

            QUESTION

            Setting Windows Accent Color as WPF Window Background through XAML and listen to Accent Color Change
            Asked 2020-Dec-05 at 12:21

            I'm creating a WPF project which uses the windows 10 Accent color as background for my WPF Main Window. I was able to get the windows Accent Color using GetImmersiveUserColorSetPreference(), GetImmersiveColorTypeFromName() & GetImmersiveColorFromColorSetEx() and I was able to use it as my window background. But the problem is that i was not able to change the Background automatically when the Accent Color is Changed (I must restart to change the background).

            Here is the code that I use:

            AccentColors.cs

            ...

            ANSWER

            Answered 2020-Dec-05 at 12:21

            The x:Static markup extension is for static references and does not pick up any changes at runtime.

            References any static by-value code entity that is defined in a Common Language Specification (CLS)–compliant way.

            If you create static properties that change at runtime, you have to use a binding and implement a static equivalent of the PropertyChanged event similar to INotifyPropertyChanged. This feature is supported since WPF 4.5 and there are two different ways to implement it.

            Event Handler

            Change your property as below and create an event SystemAccentBrushChanged for your property. Raise the event in the setter of SystemAccentBrush with null and EventArgs.Empty.

            Source https://stackoverflow.com/questions/65155419

            QUESTION

            Why are ANSI escape codes not displaying properly?
            Asked 2020-Nov-15 at 16:10

            I am implementing a Python console application, which uses ANSI escape codes to colorize various things. I develop on Pop OS (an Ubuntu derivative), and colorization works as designed.

            I just tried the app on a Centos machine, and while the colors come out correctly, there is additional text (tiny boxes containing digits, stacked vertically), surrounding the colorized text, that apparently corresponds to the escape codes.

            The escape codes are all specified in this bit of Python:

            ...

            ANSWER

            Answered 2020-Nov-15 at 16:10

            That \002 is not an "ANSI" escape code. Some programs (not terminals) may interpret it, and depending on how the string is used, that may bypass the programs which were intended to process the extra escapes. (Some terminals may of course provide their own interpretation for 002, etc., but you're unlikely to find that documented anywhere except for their source-code).

            Source https://stackoverflow.com/questions/64791428

            QUESTION

            Converting a Unreal Color Code to HTML/CSS RGBA or Hexidecimal using PHP
            Asked 2020-Oct-29 at 23:59

            I play a game called Ark: Survival Evolved. I have recently come across the export function in game that allows a print out of a creatures stats, including color codes.

            A following is an example of what is output upon export.

            ...

            ANSWER

            Answered 2020-Oct-29 at 23:13
            1. The "f" is here to say "it's a float " for example 14,5, is a double by default, and when you do: float numb = 14.5; you are doing a cast from a double. So to do correctly : float numb=14.5f;

            2. Math.pow(x,y) == x^y it's the power and no it's come from "Math.h" https://www.w3schools.com/cpp/cpp_math.asp

            3. For this function no, you just need to use it 3 times (lc is one color from red green or blue)

            Source https://stackoverflow.com/questions/64600167

            QUESTION

            Visual Studio Code coloring of numbers in e.g. c++ files
            Asked 2020-Oct-21 at 12:39

            I'm doing my first steps with VSCode and wanted to change the colorization of the view sources. Now I'm looking very long for a possibility, unfortunately, I didn't find a way to change the color of a hex-number including the '0x'. I changed the color in my global setting.json like that

            ...

            ANSWER

            Answered 2020-Oct-21 at 12:39

            The hex constant is made from 2 Textmate rules

            Add this setting

            Source https://stackoverflow.com/questions/63951045

            QUESTION

            Understanding the effect on resolution by using average pooling in convolution neural network
            Asked 2020-Jun-14 at 13:30

            I am using a colorization code on CIFAR-10 dataset and I came across this line:

            ...

            ANSWER

            Answered 2020-Jun-14 at 13:30

            You are giving the same information in both cases, you just have to specify what unit you are talking about. Total number of pixels or pixels in the edge. If your image is square the total number of pixels scales as the square of the number of pixels on the edge. Usually when referring to the total number of pixels (e.g. in photography) it's common to see something like: Resolution = 10.4Mp or 3.2kp. On the other hand when talking about screens the resolution is usually the height of the image in pixels like: Resolution = 1080 means an image of 1920x1080 pixels.

            Source https://stackoverflow.com/questions/62373075

            QUESTION

            VTK with multiple combined STL files
            Asked 2020-May-19 at 17:25

            I'm working on a project with python and VTK. I successfully managed to combine three STL files, with a python STL libraray. After that, I visualize this combined.stl file in VTK like this:

            ...

            ANSWER

            Answered 2019-Feb-13 at 10:27

            Ok, I could solve the problem by myself. If somebody has a similar problem the solution was pretty easy:

            Source https://stackoverflow.com/questions/54652881

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install Colorization

            You can download it from GitHub.
            You can use Colorization like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            gh repo clone chuchienshu/Colorization

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